Niao He is an Assistant Professor in the Department of Computer Science at ETH Zürich.
Her research interests are at the interface of optimization and machine learning, with a primary focus on the algorithmic and theoretical foundations for solving data-driven decision-making problems. My principal research interests include large-scale optimization, optimization under uncertainty, reinforcement learning, and probabilistic inference. I am also interested in developing machine learning models and algorithms for interdisciplinary applications in operations management, robotics, healthcare analytics, etc.
- Theory of Reinforcement Learning, Fall 2020. Visiting Scientist.